Algorithmic Learning Theory by Kamalika Chaudhuri

Algorithmic Learning Theory by Kamalika Chaudhuri

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Summary

This book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015.

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Algorithmic Learning Theory by Kamalika Chaudhuri

This book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015. The 23 full papers presented in this volume were carefully reviewed and selected from 44 submissions. In addition the book contains 2 full papers summarizing the invited talks and 2 abstracts of invited talks. The papers are organized in topical sections named: inductive inference; learning from queries, teaching complexity; computational learning theory and algorithms; statistical learning theory and sample complexity; online learning, stochastic optimization; and Kolmogorov complexity, algorithmic information theory.
SKU Unavailable
ISBN 13 9783319244853
ISBN 10 331924485X
Title Algorithmic Learning Theory
Author Kamalika Chaudhuri
Series Lecture Notes In Computer Science
Condition Unavailable
Binding Type Paperback
Publisher Springer International Publishing AG
Year published 2015-09-12
Number of pages 395
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable